EP3218847A4 - Liveness detection using progressive eyelid tracking - Google Patents

Liveness detection using progressive eyelid tracking Download PDF

Info

Publication number
EP3218847A4
EP3218847A4 EP15859819.3A EP15859819A EP3218847A4 EP 3218847 A4 EP3218847 A4 EP 3218847A4 EP 15859819 A EP15859819 A EP 15859819A EP 3218847 A4 EP3218847 A4 EP 3218847A4
Authority
EP
European Patent Office
Prior art keywords
liveness detection
eyelid tracking
progressive
progressive eyelid
tracking
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP15859819.3A
Other languages
German (de)
French (fr)
Other versions
EP3218847A1 (en
Inventor
Rahuldeva GHOSH
Ansuya Negi
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Intel Corp
Original Assignee
Intel Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Intel Corp filed Critical Intel Corp
Publication of EP3218847A1 publication Critical patent/EP3218847A1/en
Publication of EP3218847A4 publication Critical patent/EP3218847A4/en
Withdrawn legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/18—Eye characteristics, e.g. of the iris
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N5/00—Details of television systems
    • H04N5/30—Transforming light or analogous information into electric information
    • H04N5/33—Transforming infrared radiation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/168—Feature extraction; Face representation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/18—Eye characteristics, e.g. of the iris
    • G06V40/19—Sensors therefor
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/18—Eye characteristics, e.g. of the iris
    • G06V40/197—Matching; Classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/40—Spoof detection, e.g. liveness detection
    • G06V40/45—Detection of the body part being alive
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/20—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from infrared radiation only
    • H04N23/23—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from infrared radiation only from thermal infrared radiation
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/56—Cameras or camera modules comprising electronic image sensors; Control thereof provided with illuminating means
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30196—Human being; Person
    • G06T2207/30201—Face

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Signal Processing (AREA)
  • Ophthalmology & Optometry (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Toxicology (AREA)
  • Image Analysis (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
EP15859819.3A 2014-11-13 2015-11-12 Liveness detection using progressive eyelid tracking Withdrawn EP3218847A4 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201462079011P 2014-11-13 2014-11-13
US14/749,193 US20160140390A1 (en) 2014-11-13 2015-06-24 Liveness detection using progressive eyelid tracking
PCT/US2015/060413 WO2016077601A1 (en) 2014-11-13 2015-11-12 Liveness detection using progressive eyelid tracking

Publications (2)

Publication Number Publication Date
EP3218847A1 EP3218847A1 (en) 2017-09-20
EP3218847A4 true EP3218847A4 (en) 2018-10-17

Family

ID=55955060

Family Applications (1)

Application Number Title Priority Date Filing Date
EP15859819.3A Withdrawn EP3218847A4 (en) 2014-11-13 2015-11-12 Liveness detection using progressive eyelid tracking

Country Status (4)

Country Link
US (1) US20160140390A1 (en)
EP (1) EP3218847A4 (en)
CN (1) CN107111743A (en)
WO (1) WO2016077601A1 (en)

Families Citing this family (36)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9934443B2 (en) 2015-03-31 2018-04-03 Daon Holdings Limited Methods and systems for detecting head motion during an authentication transaction
JP6387892B2 (en) * 2015-04-18 2018-09-12 トヨタ自動車株式会社 Sleepiness detection device
US10546183B2 (en) 2015-08-10 2020-01-28 Yoti Holding Limited Liveness detection
US9794260B2 (en) * 2015-08-10 2017-10-17 Yoti Ltd Liveness detection
DE102015225109A1 (en) * 2015-12-14 2017-06-14 Robert Bosch Gmbh A method and apparatus for classifying eye opening data of at least one eye of an occupant of a vehicle and method and apparatus for detecting drowsiness and / or instantaneous sleep of an occupant of a vehicle
WO2017205543A1 (en) * 2016-05-24 2017-11-30 Brown Timothy J Liveness detection for face capture
US10536464B2 (en) * 2016-06-22 2020-01-14 Intel Corporation Secure and smart login engine
US10701244B2 (en) * 2016-09-30 2020-06-30 Microsoft Technology Licensing, Llc Recolorization of infrared image streams
JP2018092495A (en) * 2016-12-07 2018-06-14 ソニーセミコンダクタソリューションズ株式会社 Image sensor
US10726244B2 (en) 2016-12-07 2020-07-28 Samsung Electronics Co., Ltd. Method and apparatus detecting a target
CN110352033B (en) 2017-02-27 2023-04-28 托比股份公司 Determining eye opening with an eye tracking device
WO2018175616A1 (en) * 2017-03-21 2018-09-27 Sri International Robust biometric access control based on dynamic structural changes in tissue
CN107423597A (en) * 2017-03-23 2017-12-01 证通股份有限公司 Realize the method and apparatus of video witness
CN107358181A (en) * 2017-06-28 2017-11-17 重庆中科云丛科技有限公司 The infrared visible image capturing head device and method of monocular judged for face live body
CN107292290B (en) * 2017-07-17 2021-02-19 Oppo广东移动通信有限公司 Face living body identification method and related product
US10796403B2 (en) * 2017-09-14 2020-10-06 The Regents Of The University Of Colorado, A Body Corporate Thermal-depth fusion imaging
WO2019056310A1 (en) * 2017-09-22 2019-03-28 Qualcomm Incorporated Systems and methods for facial liveness detection
CN111357013B (en) 2017-11-28 2023-05-02 指纹卡安娜卡敦知识产权有限公司 Biometric imaging system and method for determining characteristics of biometric objects using biometric imaging system
US10726245B2 (en) * 2017-12-12 2020-07-28 Black Sesame International Holding Limited Secure facial authentication system using active infrared light source and RGB-IR sensor
GB2569794A (en) 2017-12-21 2019-07-03 Yoti Holding Ltd Biometric user authentication
KR102466997B1 (en) * 2018-01-22 2022-11-14 삼성전자주식회사 Liveness test method and apparatus
CN108259768B (en) * 2018-03-30 2020-08-04 Oppo广东移动通信有限公司 Image selection method and device, storage medium and electronic equipment
WO2019196559A1 (en) * 2018-04-12 2019-10-17 Oppo广东移动通信有限公司 Face recognition method and apparatus, and mobile terminal and storage medium
US11481979B2 (en) 2018-04-23 2022-10-25 The Regents Of The University Of Colorado, A Body Corporate Mobile and augmented reality based depth and thermal fusion scan
CN109190522B (en) * 2018-08-17 2021-05-07 浙江捷尚视觉科技股份有限公司 Living body detection method based on infrared camera
CN109376608B (en) * 2018-09-26 2021-04-27 中国计量大学 Human face living body detection method
CN111046703B (en) * 2018-10-12 2023-04-18 杭州海康威视数字技术股份有限公司 Face anti-counterfeiting detection method and device and multi-view camera
US11403884B2 (en) * 2019-01-16 2022-08-02 Shenzhen GOODIX Technology Co., Ltd. Anti-spoofing face ID sensing
US11669607B2 (en) 2019-08-29 2023-06-06 PXL Vision AG ID verification with a mobile device
CN112929642A (en) * 2019-12-05 2021-06-08 北京芯海视界三维科技有限公司 Human eye tracking device and method, and 3D display equipment and method
KR20210073135A (en) * 2019-12-10 2021-06-18 삼성전자주식회사 Method and apparatus for tracking eye based on eye reconstruction
EP3869395A1 (en) * 2020-02-21 2021-08-25 Accenture Global Solutions Limited Identity and liveness verification
SE545345C2 (en) * 2021-06-30 2023-07-11 Tobii Ab Method and system for alignment of data
CN113627256B (en) * 2021-07-09 2023-08-18 武汉大学 False video inspection method and system based on blink synchronization and binocular movement detection
CN113609950A (en) * 2021-07-30 2021-11-05 深圳市芯成像科技有限公司 Living body detection method and system of binocular camera and computer storage medium
CN117687313A (en) * 2023-12-29 2024-03-12 广东福临门世家智能家居有限公司 Intelligent household equipment control method and system based on intelligent door lock

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2546782A1 (en) * 2011-07-11 2013-01-16 Accenture Global Services Limited Liveness detection

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN100506147C (en) * 2001-06-13 2009-07-01 康普麦迪克斯有限公司 Method and apparatus for monitoring consciousness
JP4961914B2 (en) * 2006-09-08 2012-06-27 ソニー株式会社 Imaging display device and imaging display method
US8811692B2 (en) * 2007-04-17 2014-08-19 Francine J. Prokoski System and method for using three dimensional infrared imaging for libraries of standardized medical imagery
CN100592322C (en) * 2008-01-04 2010-02-24 浙江大学 An automatic computer authentication method for photographic faces and living faces
WO2010099475A1 (en) * 2009-02-26 2010-09-02 Kynen Llc User authentication system and method
EP3220180A1 (en) * 2009-06-16 2017-09-20 INTEL Corporation Camera applications in a handheld device
US8670029B2 (en) * 2010-06-16 2014-03-11 Microsoft Corporation Depth camera illuminator with superluminescent light-emitting diode
CN101908140A (en) * 2010-07-29 2010-12-08 中山大学 Biopsy method for use in human face identification
CN102201148A (en) * 2011-05-25 2011-09-28 北京航空航天大学 Driver fatigue detecting method and system based on vision
CN102499664B (en) * 2011-10-24 2013-01-02 西双版纳大渡云海生物科技发展有限公司 Video-image-based method and system for detecting non-contact vital sign
EP2608546A1 (en) * 2011-12-21 2013-06-26 Thomson Licensing Video processing apparatus and method for detecting a temporal synchronization mismatch
US9025830B2 (en) * 2012-01-20 2015-05-05 Cyberlink Corp. Liveness detection system based on face behavior
US9075975B2 (en) * 2012-02-21 2015-07-07 Andrew Bud Online pseudonym verification and identity validation
US8457367B1 (en) * 2012-06-26 2013-06-04 Google Inc. Facial recognition

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2546782A1 (en) * 2011-07-11 2013-01-16 Accenture Global Services Limited Liveness detection

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
MICHAEL CHAU ET AL: "Real Time Eye Tracking and Blink Detection with USB Cameras", BOSTON UNIVERSITY COMPUTER SCIENCE TECHNICAL REPORT NO. 2005-12, 12 May 2005 (2005-05-12), pages 1 - 10, XP055186731, Retrieved from the Internet <URL:http://www.cs.bu.edu/techreports/pdf/2005-012-blink-detection.pdf> [retrieved on 20150429] *
See also references of WO2016077601A1 *

Also Published As

Publication number Publication date
CN107111743A (en) 2017-08-29
EP3218847A1 (en) 2017-09-20
US20160140390A1 (en) 2016-05-19
WO2016077601A1 (en) 2016-05-19

Similar Documents

Publication Publication Date Title
EP3218847A4 (en) Liveness detection using progressive eyelid tracking
EP3241198A4 (en) Digital fingerprint tracking
EP3215200A4 (en) Drug tracking device
EP3335154A4 (en) Tracking sensor
EP3202800A4 (en) Block copolymer
EP3131454A4 (en) Functional contact lens and related systems and methods
EP3225641A4 (en) Block copolymer
EP3202802A4 (en) Block copolymer
EP3202799A4 (en) Block copolymer
EP3214102A4 (en) Block copolymer
EP3202797A4 (en) Block copolymer
EP3202801A4 (en) Block copolymer
EP3202798A4 (en) Block copolymer
EP3108707A4 (en) Proximity detection
EP3104382A4 (en) Capacitor
EP3104381A4 (en) Capacitor
EP3127444A4 (en) False eyelashes
EP3175063A4 (en) An improved hinge
EP3385908A4 (en) Tracking device
EP3195092A4 (en) Facilitating dynamic eye torsion-based eye tracking on computing devices
EP3123928A4 (en) Eyewear
EP2998842A4 (en) Position detection unit
EP3465085A4 (en) Carrier-assisted tracking
EP3371741A4 (en) Focus detection
EP3235876A4 (en) Quencher

Legal Events

Date Code Title Description
STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE INTERNATIONAL PUBLICATION HAS BEEN MADE

PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE

17P Request for examination filed

Effective date: 20170411

AK Designated contracting states

Kind code of ref document: A1

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

AX Request for extension of the european patent

Extension state: BA ME

DAV Request for validation of the european patent (deleted)
DAX Request for extension of the european patent (deleted)
RIC1 Information provided on ipc code assigned before grant

Ipc: G06K 9/46 20060101ALI20180606BHEP

Ipc: G06K 9/00 20060101AFI20180606BHEP

A4 Supplementary search report drawn up and despatched

Effective date: 20180918

RIC1 Information provided on ipc code assigned before grant

Ipc: G06K 9/46 20060101ALI20180912BHEP

Ipc: G06K 9/00 20060101AFI20180912BHEP

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE APPLICATION HAS BEEN WITHDRAWN

18W Application withdrawn

Effective date: 20190306